Alexander Shmakov
5 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
proximal policy optimization
(2)
contrastive learning
(1)
reinforcement learning
(1)
variational inference
(1)
function approximation
(1)
energy efficiency
(1)
generative model
(1)
inverse problem
(1)
reward shaping
(1)
latent diffusion model
(1)
controller design
(1)
multi-agent system
(1)
mechanistic pathway prediction
(1)
radical reaction prediction
(1)
chemical interpretation
(1)
high energy physics
(1)
wave energy converter
(1)
multi-agent reinforcement learning
(1)
wave energy
(1)
Papers
AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
NIPS 2023
End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
NIPS 2023
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves
IJCAI 2023
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter
AAAI 2022
Solving the Rubik's Cube with Approximate Policy Iteration
ICLR 2019